Wide range of industrial vision technologies demonstrated benefits to be gained from machine learning and 3D vision

Gail Hunt

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Wide range of industrial vision technologies demonstrated benefits to be gained from machine learning and 3D vision

机译：广泛的工业视觉技术表现出从机器学习和3D视觉中获得的好处

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Stemmer Imaging showed a wide range of industrial vision technologies that covered part and assembly verification, new 3D measurement capabilities, versatile general inspection and measurement systems and the latest machine learning approach to pattern recognition.

机译：Stemmer成像显示出广泛的工业视觉技术，涵盖了部分和装配验证，新的3D测量功能，多功能通用检查和测量系统以及最新的模式识别的机器学习方法。

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《Machinery Update》 |2018年第3期|共1页
作者
Gail Hunt;
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正文语种 eng
中图分类机械、仪表工业;
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1. Wide range of industrial vision technologies demonstrated benefits to be gained from machine learning and 3D vision [J] . Gail Hunt Machinery Update . 2018,第3期

机译：广泛的工业视觉技术表现出从机器学习和3D视觉中获得的好处
2. Latest vision technologies will demonstrate gains offered by 3D [J] . Gail Hunt Machinery Update . 2019,第5期

机译：最新的视觉技术将展示3D提供的收益
3. Binocular vision-based 3D method for detecting high dynamic and wide-range contouring errors of CNC machine tools [J] . Li Xiao, Liu Wei, Pan Yi, Measurement Science & Technology . 2019,第12期

机译：基于双眼视觉的3D方法，用于检测CNC机床的高动态和宽范围轮廓误差
4. Research of Sorting Technology based on Industrial Robot of Machine Vision Image processing and machine vision [C] . Liu Zhen-yu, Zhao Bin, Zhu Hai-bo International Symposium on Computational Intelligence and Design . -1

机译：基于机器视觉的工业机器人分类技术的研究
5. Adversarial Machine Learning in Computer Vision: Attacks and Defenses on Machine Learning Models [D] . Qin, Yi. 2021

机译：计算机视觉上的对抗机器学习：机器学习模型的攻击和防御
6. Computer vision and machine learning for robust phenotyping in genome-wide studies [O] . Jiaoping Zhang, Hsiang Sing Naik, Teshale Assefa, -1

机译：计算机视觉和机器学习可用于全基因组研究中的可靠表型
7. Development of a Bio-inspired Vision System for Mobile Micro-robots:In this paper, we present a new bio-inspired vision system for mobile micro-robots. The processing method takes inspiration from vision of locusts in detecting the fast approaching objects. Research suggested that locusts use wide-field visual neuron called the lobula giant movement detector to respond to imminent collisions. We employed the locusts' vision mechanism to motion control of a mobile robot. The selected image processing method is implemented on a developed extension module using a low-cost and fast ARM processor. The vision module is placed on top of a micro-robot to control its trajectory and to avoid obstacles. The observed results from several performed experiments demonstrated that the developed extension module and the inspired vision system are feasible to employ as a vision module for obstacle avoidance and motion control. [O] . Hu, Cheng, Arvin, Farshad, Yue, Shigang 2014

机译：开发用于移动微型机器人的生物启发视觉系统：在本文中，我们提出了一种用于移动微型机器人的新型生物启发视觉系统。该处理方法从检测快速接近物体的蝗虫视觉中获取灵感。研究表明，蝗虫使用称为小叶巨型运动探测器的宽视野神经元来应对即将发生的碰撞。我们采用蝗虫的视觉机制来控制移动机器人。所选择的图像处理方法使用低成本且快速的aRm处理器在开发的扩展模块上实现。视觉模块放置在微型机器人的顶部以控制其轨迹并避开障碍物。几次进行的实验观察到的结果表明，开发的扩展模块和灵感视觉系统可用作避障和运动控制的视觉模块。

Wide range of industrial vision technologies demonstrated benefits to be gained from machine learning and 3D vision

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